{"id":"https://openalex.org/W2914640669","doi":"https://doi.org/10.1109/bibm.2018.8621560","title":"Collaborative Filtering based Recommendation Algorithm for Recommending Active Molecules for Protein Targets","display_name":"Collaborative Filtering based Recommendation Algorithm for Recommending Active Molecules for Protein Targets","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2914640669","doi":"https://doi.org/10.1109/bibm.2018.8621560","mag":"2914640669"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2018.8621560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100678900","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-9739-0855"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Ma","raw_affiliation_strings":["School of Information Science & Engeneering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science & Engeneering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101113286","display_name":"Hongxin An","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongxin An","raw_affiliation_strings":["School of Information Science & Engeneering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science & Engeneering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088612057","display_name":"Ruisheng Zhang","orcid":"https://orcid.org/0000-0002-6585-2656"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruisheng Zhang","raw_affiliation_strings":["School of Information Science & Engeneering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science & Engeneering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018969310","display_name":"Rongjing Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongjing Hu","raw_affiliation_strings":["School of Information Science & Engeneering, Lanzhou University, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science & Engeneering, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100678900"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":null,"apc_paid":null,"fwci":0.2137,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59660218,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2018","issue":null,"first_page":"1203","last_page":"1208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.965399980545044,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7157495021820068},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.6744136810302734},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5098194479942322},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4558084011077881},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.2146349847316742}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7157495021820068},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.6744136810302734},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5098194479942322},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4558084011077881},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2146349847316742}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/bibm.2018.8621560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2018.8621560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/282161","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/282161","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/403861","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/403861","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference article (CA)"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/269336","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/269336","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u4f1a\u8bae\u8bba\u6587"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/281104","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/281104","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/292958","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/292958","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Proceedings Paper"},{"id":"mag:3162487325","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902274137311162","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W19684845","https://openalex.org/W111577624","https://openalex.org/W1486317198","https://openalex.org/W1966753498","https://openalex.org/W1974193624","https://openalex.org/W1975875968","https://openalex.org/W2017257315","https://openalex.org/W2072128103","https://openalex.org/W2093777043","https://openalex.org/W2108492672","https://openalex.org/W2121259645","https://openalex.org/W2135644134","https://openalex.org/W2150451872","https://openalex.org/W2152667850","https://openalex.org/W2159009209","https://openalex.org/W2617005266","https://openalex.org/W2725418365","https://openalex.org/W2742621173","https://openalex.org/W2765233076","https://openalex.org/W2793848360"],"related_works":["https://openalex.org/W2348159088","https://openalex.org/W1497071005","https://openalex.org/W2402445420","https://openalex.org/W1773619406","https://openalex.org/W1479993970","https://openalex.org/W2377968345","https://openalex.org/W2075040002","https://openalex.org/W2356507104","https://openalex.org/W2573253449","https://openalex.org/W2126026531"],"abstract_inverted_index":{"Although":[0],"many":[1],"open":[2],"databases":[3],"already":[4],"have":[5],"provided":[6],"a":[7,69],"large":[8],"amount":[9],"of":[10,23,35,59,116,139,146,154],"resources":[11],"for":[12,43,79,85,103],"virtual":[13],"screening,":[14],"they":[15],"are":[16,77,101],"not":[17],"fully":[18],"utilized":[19],"in":[20,32,95,132],"the":[21,27,29,33,47,52,56,66,81,98,107,112,121,128,133,137,144,152],"process":[22],"drug":[24,44,147,155],"repositioning.":[25],"In":[26],"paper":[28,134],"recommendation":[30,71],"algorithm":[31,72,109,115],"field":[34],"E-commerce":[36],"is":[37,49,63],"applied":[38],"to":[39],"discover":[40],"active":[41,83,141],"molecules":[42,62,84],"targets.":[45],"First,":[46],"dataset":[48],"extracted":[50],"from":[51,65],"public":[53],"database":[54],"and":[55,61,73,93,106,149],"rating":[57],"matrix":[58],"targets":[60],"come":[64],"dataset;":[67],"second,":[68],"userbasedCF":[70],"two":[74,90],"improved":[75],"algorithms":[76,100],"used":[78],"recommending":[80],"small":[82],"targets;":[86],"third,":[87],"through":[88],"comparing":[89],"indicators,":[91],"MAE":[92],"RMSE":[94],"three":[96,99],"algorithms,":[97],"suitable":[102],"this":[104],"field,":[105],"third":[108],"based":[110],"on":[111],"reducing":[113],"dimension":[114],"five":[117],"layers":[118],"Autoencoders":[119],"has":[120],"best":[122],"performance;":[123],"finally,":[124],"it":[125],"concludes":[126],"that":[127],"new":[129],"idea":[130],"proposed":[131],"can":[135],"narrow":[136],"scope":[138],"searching":[140],"molecules,":[142],"improve":[143],"efficiency":[145],"repositioning":[148],"further":[150],"accelerate":[151],"speed":[153],"discovery.":[156]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
